Endo International Stock Forecast - Simple Exponential Smoothing

0Y5F Stock   633.68  9.95  1.55%   
The Simple Exponential Smoothing forecasted value of Endo International PLC on the next trading day is expected to be 633.98 with a mean absolute deviation of 4.90 and the sum of the absolute errors of 293.97. Endo Stock Forecast is based on your current time horizon.
  
Endo International simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Endo International PLC are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Endo International PLC prices get older.

Endo International Simple Exponential Smoothing Price Forecast For the 12th of December 2024

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Endo International PLC on the next trading day is expected to be 633.98 with a mean absolute deviation of 4.90, mean absolute percentage error of 39.79, and the sum of the absolute errors of 293.97.
Please note that although there have been many attempts to predict Endo Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Endo International's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Endo International Stock Forecast Pattern

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Endo International Forecasted Value

In the context of forecasting Endo International's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Endo International's downside and upside margins for the forecasting period are 633.01 and 634.95, respectively. We have considered Endo International's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
633.68
633.01
Downside
633.98
Expected Value
634.95
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Endo International stock data series using in forecasting. Note that when a statistical model is used to represent Endo International stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria119.9563
BiasArithmetic mean of the errors 0.5643
MADMean absolute deviation4.8995
MAPEMean absolute percentage error0.0075
SAESum of the absolute errors293.9707
This simple exponential smoothing model begins by setting Endo International PLC forecast for the second period equal to the observation of the first period. In other words, recent Endo International observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Endo International

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Endo International PLC. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
642.66643.63644.60
Details
Intrinsic
Valuation
LowRealHigh
642.66643.63644.60
Details
Bollinger
Band Projection (param)
LowMiddleHigh
616.65632.15647.64
Details

Other Forecasting Options for Endo International

For every potential investor in Endo, whether a beginner or expert, Endo International's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Endo Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Endo. Basic forecasting techniques help filter out the noise by identifying Endo International's price trends.

Endo International Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Endo International stock to make a market-neutral strategy. Peer analysis of Endo International could also be used in its relative valuation, which is a method of valuing Endo International by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Endo International PLC Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Endo International's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Endo International's current price.

Endo International Market Strength Events

Market strength indicators help investors to evaluate how Endo International stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Endo International shares will generate the highest return on investment. By undertsting and applying Endo International stock market strength indicators, traders can identify Endo International PLC entry and exit signals to maximize returns.

Endo International Risk Indicators

The analysis of Endo International's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Endo International's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting endo stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Additional Tools for Endo Stock Analysis

When running Endo International's price analysis, check to measure Endo International's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Endo International is operating at the current time. Most of Endo International's value examination focuses on studying past and present price action to predict the probability of Endo International's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Endo International's price. Additionally, you may evaluate how the addition of Endo International to your portfolios can decrease your overall portfolio volatility.